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Keywords = inhalable dry powders

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16 pages, 2452 KB  
Article
Design and Development of Dry Powder Cyclodextrin Complexes of Zinc Diethyldithiocarbamate for Pulmonary Drug Delivery
by Ayşe Kaya, Basel Arafat, Havovi Chichger, Barbara Pierscionek and Mohammad Najlah
Pharmaceutics 2026, 18(8), 904; https://doi.org/10.3390/pharmaceutics18080904 (registering DOI) - 23 Jul 2026
Abstract
Background: Pulmonary drug delivery represents a promising approach for the potential localised treatment of respiratory of non-small-cell lung cancer (NSCLC). However, the efficient delivery of poorly water-soluble drugs remains challenging due to limited solubility and inadequate aerodynamic performance. This study aimed to develop [...] Read more.
Background: Pulmonary drug delivery represents a promising approach for the potential localised treatment of respiratory of non-small-cell lung cancer (NSCLC). However, the efficient delivery of poorly water-soluble drugs remains challenging due to limited solubility and inadequate aerodynamic performance. This study aimed to develop and characterise inhalable dry powder formulations of zinc diethyldithiocarbamate (Zn(DDC)2) complexes with hydroxypropyl-β-cyclodextrin (HP-β-CD) and sulfobutylether-β-cyclodextrin (SBE-β-CD) for potential pulmonary administration. Methods: Formulations were prepared by freeze-drying and spray-drying, with leucine incorporated at 0%, 5%, and 10% w/w. Formulations were prepared via freeze-drying and spray-drying with leucine incorporation (0%, 5% and 10% w/w) to evaluate their physicochemical properties, flowability and aerodynamic performance. Results: Spray-dried formulations exhibited significantly lower densities (as low as 1.03 ± 0.71 g/cm3), enhanced flowability, improved aerosolisation and higher fine particle fraction (FPF) values (up to 40.12 ± 0.60%) compared to freeze-dried powders (20.03 ± 2.79%). The incorporation of leucine further reduced powder density down to 0.72 ± 0.34 g/cm3 and increased surface corrugation as shown in SEM images, improving aerosolisation performance, with FPF values up to 76.77 ± 1.18%. Next Generation Impactor (NGI) analysis confirmed that leucine-containing formulations exhibited a greater proportion of particles within the respirable aerodynamic diameter range (1–5 μm), suggesting suitability for deep lung deposition. Conclusions: These results demonstrate that spray-dried Zn(DDC)2–cyclodextrin powders, particularly those modified with 10% leucine, offer excellent potential for pulmonary delivery in NSCLC therapy. Further in vivo studies are warranted to evaluate therapeutic efficacy and safety. Full article
(This article belongs to the Special Issue Pulmonary Drug Delivery Systems)
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31 pages, 1626 KB  
Review
Pulmonary Drug Delivery in the Era of Nanomedicine: From Biological Barriers to Artificial Intelligence-Driven Optimization
by Ibrahim A. Alradwan, Sarah A. Allabban, Aram S. Aleissa, Norah M. Alqahtani, Hamzah A. Alghamdi, Nojoud Al Fayez, Manal A. Alshabibi, Essam A. Tawfik, Fahad A. Almughem and Abdullah A. Alshehri
Pharmaceuticals 2026, 19(7), 1095; https://doi.org/10.3390/ph19071095 - 16 Jul 2026
Viewed by 441
Abstract
Pulmonary drug delivery has become a vital route for both local and systemic treatments because of the unique structure and function of the respiratory system. Unlike oral and injectable dosage forms, inhalation offers a non-invasive, direct route to deliver medicines to the lungs, [...] Read more.
Pulmonary drug delivery has become a vital route for both local and systemic treatments because of the unique structure and function of the respiratory system. Unlike oral and injectable dosage forms, inhalation offers a non-invasive, direct route to deliver medicines to the lungs, bypassing gastric degradation and first-pass hepatic metabolism. Common forms such as aerosols, solutions, suspensions, and dry powders are frequently used to treat respiratory diseases like asthma and chronic obstructive pulmonary disease (COPD). However, their effectiveness is often limited by physiological and biopharmaceutical barriers, such as mucociliary clearance, enzymatic degradation, and nonspecific deposition, which reduce drug retention and bioavailability. These issues are especially critical for poorly soluble or sensitive molecules, leading to lower drug concentrations at the target site and necessitating frequent dosing. To address these challenges, advanced nanoparticle-based delivery systems are being developed to improve drug stability, targeting, and controlled release within the lungs. At the same time, computational methods, including deposition modeling, physiologically based pharmacokinetic (PBPK) simulations, and AI-driven optimization, are increasingly used in formulation development to predict in vivo performance and boost translational success. This review covers the physiological and biological barriers to pulmonary drug delivery, explores major inhalation routes and dosage forms, and discusses new therapeutic strategies and nanoparticle platforms. It also highlights the growing role of in silico modeling and AI in accelerating the design and optimization of pulmonary treatments, while addressing current challenges, limitations, and regulatory issues in translating pulmonary nanomedicine into clinical practice. Full article
(This article belongs to the Section Pharmaceutical Technology)
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17 pages, 6628 KB  
Article
Design and Production of Respirable Effervescent Microparticles to Enhance Drug Penetration Through Lung Mucus
by Valentina Ruggiero, Francesca Mariano, Domenico Larobina, Gaetano D’Avino, Marco Trofa, Giovanni Falcone, Pasquale Del Gaudio and Paola Russo
Pharmaceutics 2026, 18(7), 837; https://doi.org/10.3390/pharmaceutics18070837 - 9 Jul 2026
Viewed by 453
Abstract
Background/Objectives: Dry powder inhalation (DPI) is a promising strategy for the treatment of respiratory diseases such as cystic fibrosis (CF), where thick and viscous mucus limits drug penetration and contributes to persistent infection and inflammation. Although inhalation allows rapid drug action with [...] Read more.
Background/Objectives: Dry powder inhalation (DPI) is a promising strategy for the treatment of respiratory diseases such as cystic fibrosis (CF), where thick and viscous mucus limits drug penetration and contributes to persistent infection and inflammation. Although inhalation allows rapid drug action with reduced systemic exposure, its efficacy depends on the ability of inhaled drugs to achieve and maintain therapeutic concentrations in the lungs and to overcome airway barriers. This study aimed to develop and characterize effervescent dry powder formulations designed to enhance mucus permeabilization through mechanical disruption while delivering an antibiotic. Methods: Effervescent microparticles containing sodium bicarbonate, an organic acid (citric or tartaric acid), and levofloxacin were produced by spray drying using a triple-fluid nozzle to control component distribution and prevent premature effervescence. The influence of functional excipients, including L-leucine and mannitol, on particle formation, aerosol performance, and process yield was evaluated. Microparticles were characterized in terms of morphology, fine particle fraction (FPF), and effervescence-related properties. Results: Formulations containing L-leucine and citric acid reduced particle agglomeration and achieved a fine particle fraction of up to approximately 18%, although with a lower process yield. In contrast, formulations based on tartaric acid and mannitol improved both production yield and aerosol performance, with FPF values increasing up to 27.3% and more efficient CO2 release. The resulting microparticles exhibited spherical, hollow, and partially fragmented morphology, consistent with premature CO2 generation during spray drying. Conclusions: The effervescent approach, combined with controlled spray drying parameters, represents a promising formulation strategy to modulate particle behavior and drug release in mucus-relevant environments. These findings support further investigation of effervescent DPI systems for improved pulmonary drug delivery in CF. Full article
(This article belongs to the Section Pharmaceutical Technology, Manufacturing and Devices)
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19 pages, 6929 KB  
Article
CaP-Coated Cyclosporine A Liposomes Formulated as an Inhalable Dry Powder for Lung Inflammatory Diseases
by Davide D’Angelo, Stefania Glieca, Lisa Flammini, Simona Bertoni, Annalisa Bianchera, Eride Quarta, Ben Forbes, Fabio Sonvico and Francesca Buttini
Pharmaceutics 2026, 18(6), 684; https://doi.org/10.3390/pharmaceutics18060684 - 30 May 2026
Viewed by 712
Abstract
Background: Cyclosporine is widely used to prevent transplant rejection; however, its systemic administration is associated with low bioavailability and a risk of severe adverse side effects. In the context of lung transplantation, local pulmonary delivery represents a promising strategy to reduce the required [...] Read more.
Background: Cyclosporine is widely used to prevent transplant rejection; however, its systemic administration is associated with low bioavailability and a risk of severe adverse side effects. In the context of lung transplantation, local pulmonary delivery represents a promising strategy to reduce the required dose while enhancing local anti-inflammatory efficacy and limiting systemic toxicity. Methods: In this study, cyclosporine was encapsulated in liposomes coated with calcium phosphate to improve cellular uptake. The liposomal formulation was subsequently converted into a dry powder for inhalation to enable pulmonary administration, combining cyclosporine-loaded liposomes with a calcium phosphate coating, extending prior work on inhaled liposomal cyclosporine and mineral-coated liposomes into a single platform. The cyclosporine loading was optimised to achieve an efficient drug content in the final formulation. Results: The presence of the calcium phosphate coating on the liposomal surface was confirmed by the shift in zeta potential and by cryo-transmission electron microscopy. The resulting dry powder exhibited suitable aerodynamic properties for pulmonary delivery with a fine particle fraction of 33.6 ± 1.6%. In vitro biocompatibility studies performed on A549 epithelial cells and THP-1 monocytic cells demonstrated that the formulation did not affect cell viability. Furthermore, the formulation containing calcium phosphate-coated liposomes showed a stronger anti-inflammatory effect compared with both uncoated liposomal formulations and the corresponding raw material, consisting of a physical mixture of phospholipids and cyclosporine. Conclusions: Overall, despite limitations on respirability and efficacy that will require further in vivo studies, this calcium phosphate-coated liposomal dry powder could represent a promising strategy for targeted pulmonary delivery of cyclosporine, with potential to improve the prevention of lung transplant rejection while minimising systemic side effects. Full article
(This article belongs to the Section Pharmaceutical Technology, Manufacturing and Devices)
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24 pages, 2699 KB  
Article
Optimization of Sugar-Derivatives Mixtures for Stabilizing Polyclonal Immunoglobulin G in Spray-Dried Inhalable Powders During Processing and Long-Term Storage
by Philippe Gevenois, Le Van Bui, Thami Sebti, Yvan Vander Heyden, Karim Amighi and Nathalie Wauthoz
Pharmaceutics 2026, 18(5), 573; https://doi.org/10.3390/pharmaceutics18050573 - 5 May 2026
Viewed by 1276
Abstract
Background/Objectives: The development of dry powder formulations for pulmonary delivery of therapeutic antibodies requires careful stabilization strategies to preserve protein integrity during spray-drying and long-term storage. This study investigates the impact of various sugar-derivatives, a polyol (D-mannitol), a disaccharide (D-sucrose) and a polysaccharide [...] Read more.
Background/Objectives: The development of dry powder formulations for pulmonary delivery of therapeutic antibodies requires careful stabilization strategies to preserve protein integrity during spray-drying and long-term storage. This study investigates the impact of various sugar-derivatives, a polyol (D-mannitol), a disaccharide (D-sucrose) and a polysaccharide (dextran 10 kDa), used individually or in combination, on the physical stability of bovine polyclonal immunoglobulin G (pAb) in dry powders for inhalation (DPIs). Methods: A design of experiments (DoE) approach was employed to evaluate the effects of these excipients on residual moisture (RM), low-order aggregates (LOA) and high-order aggregates (HOA), immediately after spray-drying (T0) and after 10 months of storage at room temperature in a desiccator (T10). Results: All DPIs exhibited a high amorphous content and a favorable glass transition temperature, with RM decreasing over time. The combination of D-mannitol and dextran 10 kDA (DPI-MD) demonstrated the most effective stabilization, minimizing LOA and HOA formation at T0 and T10. Although the ternary mixture, including D-sucrose (DPI-MSD) exhibited higher process stability, it was less stable over time in comparison to the binary mixture. The aerodynamic performance of these carrier-free DPIs, assessed via laser diffraction (% ˂ 5 µm), were between 51 ± 3 (DPI-MD) and 67 ± 4 (DPI MSD) and a Next Generation Impactor, confirmed that formulation produced aerosol with suitable size distribution and fine particle fractions (FPFn upt to 71 ± 5% for DPI-MSD), for deep pulmonary deposition. Conclusions: These findings highlight the importance of combining excipients with complementary physical properties to achieve robust protein stabilization. The DPI-MD emerged as the most promising candidate for pAb lung delivery, balancing protein integrity, powder stability, and aerodynamic efficiency. Full article
(This article belongs to the Special Issue Optimizing Aerosol Therapy: Strategies for Pulmonary Drug Delivery)
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21 pages, 1890 KB  
Article
Sodium Stearate-Assisted Optimization of a Cannabidiol Dry Powder Inhaler for Enhanced Dissolution and Aerosol Performance
by Jin-Hyuk Jeong, Jae Seok Jeong, Hyeon-Seo Moon, Jae Woon Son, Kyung Hyun Min, Dong-Wook Kim, Chang-Soo Han, Wonwoong Lee, Chun-Woong Park and Ji-Hyun Kang
Pharmaceutics 2026, 18(4), 512; https://doi.org/10.3390/pharmaceutics18040512 - 21 Apr 2026
Viewed by 1491
Abstract
Background/Objectives: Cannabidiol (CBD) has emerged as a potential therapeutic agent for respiratory disorders, including asthma and chronic obstructive pulmonary disease. However, its clinical translation via pulmonary delivery is limited by poor aqueous solubility, chemical instability, and low local bioavailability. This study aimed [...] Read more.
Background/Objectives: Cannabidiol (CBD) has emerged as a potential therapeutic agent for respiratory disorders, including asthma and chronic obstructive pulmonary disease. However, its clinical translation via pulmonary delivery is limited by poor aqueous solubility, chemical instability, and low local bioavailability. This study aimed to develop and optimize a sodium stearate (NaSt)-based spray-dried dry powder inhaler (DPI) formulation to enhance the aerosol performance, dissolution, and storage stability of CBD. Methods: CBD microparticles were prepared by spray drying using NaSt as the primary excipient. The feed preparation method, spray-drying parameters, and CBD:NaSt ratios were systematically optimized. The resulting powders were evaluated for aerodynamic properties using cascade impaction, dissolution behavior in simulated lung fluid, solid-state characteristics, and accelerated stability under stress conditions. Results: The optimized formulation, SD-4, a spray-dried CBD:NaSt formulation prepared at a 20:80 weight ratio using Process B, demonstrated excellent aerosolization performance, with a fine particle fraction (FPF) exceeding 50% and a mass median aerodynamic diameter (MMAD) of 5.08 ± 0.1 μm. Dissolution testing revealed more than a three-fold increase in drug release compared with raw CBD, attributed to amorphous dispersion within the NaSt matrix and surfactant-induced micellization. Accelerated stability studies confirmed improved retention of the amorphous state and drug content, while antioxidant incorporation further reduced oxidative degradation. Conclusions: The NaSt-based spray-dried formulation significantly improved aerosol deposition efficiency, dissolution rate, and physicochemical stability of CBD. This formulation strategy may provide a promising platform for pulmonary delivery of poorly water-soluble compounds. Full article
(This article belongs to the Special Issue Microparticle Platforms for Respiratory Delivery)
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13 pages, 787 KB  
Article
Peak Inspiratory Flow Capability for Simulated Dry Powder Inhaler Resistances in Asthma Patients Prescribed Pressurized Metered-Dose Inhalers with Valved Holding Chambers: The USE-DPI Study
by Lara Bravo Quiroga, José Miguel González Moro, Francisco Javier Álvarez-Gutiérrez, Krasimira Baynova, Mariam De La Poza Abad and José Luis Izquierdo Alonso
J. Clin. Med. 2026, 15(8), 3131; https://doi.org/10.3390/jcm15083131 - 20 Apr 2026
Viewed by 746
Abstract
Background: Inhaled therapy is the mainstay of asthma management, yet many patients are prescribed pressurized metered-dose inhalers (pMDIs) with valved holding chambers (VHCs) based on a presumed low inspiratory capacity, often without objective measurement. The USE-DPI study aimed to determine how many [...] Read more.
Background: Inhaled therapy is the mainstay of asthma management, yet many patients are prescribed pressurized metered-dose inhalers (pMDIs) with valved holding chambers (VHCs) based on a presumed low inspiratory capacity, often without objective measurement. The USE-DPI study aimed to determine how many of these patients can generate sufficient peak inspiratory flow (PIF) to use a dry powder inhaler (DPI). Methods: This multicenter, observational, cross-sectional study included 346 patients with asthma treated with pMDI and VHC. PIF was measured using the In-Check Dial at two resistance settings (R2 and R4). The primary outcome was the proportion of patients achieving PIF ≥ 30 L/min. Results: Almost all patients reached the 30 L/min threshold (99.4% at R2 and 98.7% at R4). Using a higher threshold of 60 L/min (R2), 76.1% met this criterion. Lower PIF (<60 L/min) was associated with older age, reduced lung function (FEV1 ≤ 80% predicted), and poorer asthma control. No significant variables were associated with failure to reach 30 L/min. Conclusions: Most patients using pMDI with VHC can generate sufficient inspiratory flow for medium- to high-resistance DPIs. Objective PIF assessment may help guide inhaler selection, although its clinical impact requires further study. Full article
(This article belongs to the Special Issue Advances in the Management of Chronic Cough and Severe Asthma)
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24 pages, 1847 KB  
Review
Combinations of Drugs for Pulmonary Inhalation: A Review of Novel Technologies and Toxicological Evaluation Using Cellular Models
by Sarah Zellnitz-Neugebauer and Eleonore Fröhlich
Sci 2026, 8(4), 89; https://doi.org/10.3390/sci8040089 - 14 Apr 2026
Viewed by 1278
Abstract
This review summarizes innovative co-formulation strategies for non-marketed dry powder inhalers (DPIs), enabling the simultaneous pulmonary delivery of multiple active pharmaceutical ingredients (APIs). Key approaches include co-amorphous systems (COAMS) and co-crystals, which combine two APIs into a single particle, improving aerodynamic properties, solubility, [...] Read more.
This review summarizes innovative co-formulation strategies for non-marketed dry powder inhalers (DPIs), enabling the simultaneous pulmonary delivery of multiple active pharmaceutical ingredients (APIs). Key approaches include co-amorphous systems (COAMS) and co-crystals, which combine two APIs into a single particle, improving aerodynamic properties, solubility, dissolution, and patient compliance while reducing manufacturing complexity. Core–shell microparticles, produced via spray drying, allow spatial separation and controlled release of APIs, minimizing drug–drug interactions and enabling tailored pharmacokinetics. Co-spray drying of dual APIs can yield particles with superior aerosolization and stability, though examples remain limited. Nanoparticle-based systems offer enhanced lung deposition and cellular uptake but face challenges in device compatibility, scalability, and regulatory approval. Each technology presents unique advantages and limitations regarding manufacturability, dose flexibility, and clinical translation. This review also highlights advances in in vitro toxicity testing, including air–liquid interface cultures, organoids, lung-on-chip models, and precision-cut lung slices, which are increasingly important as alternatives to animal studies. The importance of using an aerosol exposure system for the testing is highlighted. Ultimately, the choice of co-formulation platform should balance scientific innovation with practical considerations of manufacturing and regulatory requirements to maximize therapeutic benefit and commercial viability for future DPI combination products. Full article
(This article belongs to the Section Biology Research and Life Sciences)
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23 pages, 11197 KB  
Article
Determination of Particle Size of Active Pharmaceutical Ingredients in Dry Powder Inhaler Formulations
by Stefani Fertaki, Malvina Orkoula and Christos Kontoyannis
Pharmaceuticals 2026, 19(4), 543; https://doi.org/10.3390/ph19040543 - 28 Mar 2026
Viewed by 1442
Abstract
Background/Objectives: Accurate determination of active pharmaceutical ingredient (API) particle size within dry powder inhaler (DPI) formulations is essential for ensuring effective pulmonary delivery but remains analytically challenging due to low API content and micronized particle size. Methods: In this study, scanning electron microscopy [...] Read more.
Background/Objectives: Accurate determination of active pharmaceutical ingredient (API) particle size within dry powder inhaler (DPI) formulations is essential for ensuring effective pulmonary delivery but remains analytically challenging due to low API content and micronized particle size. Methods: In this study, scanning electron microscopy (SEM) coupled with energy-dispersive X-ray microanalysis (EDX) was used to directly identify and calculate the API particle size within several different commercial DPI products fit for purpose under regulatory constraints. The method exploits unique elemental markers inherent to each API, enabling reliable discrimination from excipients without prior sample modification or API extraction. Results: Large-area SEM–EDX mapping was used to localize API particles, followed by high-magnification imaging and confirmatory spot microanalysis. Particle sizes were manually measured for at least 50 API particles per formulation using image analysis software, and particle size distribution parameters were calculated from equivalent spherical diameters. Conclusions: The methodology was successfully applied to Spiriva®, Anoro® Ellipta, and Relvar® Ellipta inhalation powders, revealing micronized APIs with distinct morphological features and verifying systematic application across products. Cross-validation against laser diffraction measurements of pure APIs demonstrated statistical equivalence, confirming the robustness and analytical utility of the proposed method for particle size assessment in DPI formulations. Full article
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14 pages, 548 KB  
Article
Real-World Outcomes of Inhaled Treprostinil in Pulmonary Hypertension Related to Interstitial Lung Disease: A Multicenter, Retrospective Analysis
by Andrew R. Kyle, Arun Jose, Kristen Catherman, Jean Elwing, Roxana Sulica, Gerald S. Zavorsky and Namita Sood
J. Cardiovasc. Dev. Dis. 2026, 13(3), 129; https://doi.org/10.3390/jcdd13030129 - 10 Mar 2026
Viewed by 2256
Abstract
Inhaled Treprostinil is the primary treatment of pulmonary hypertension related to interstitial lung disease (PH-ILD). Despite treatment effectiveness in clinical trials, the real-world safety and tolerability of this therapy remains unclear. We conducted a multicenter, retrospective review of adults with PH-ILD who were [...] Read more.
Inhaled Treprostinil is the primary treatment of pulmonary hypertension related to interstitial lung disease (PH-ILD). Despite treatment effectiveness in clinical trials, the real-world safety and tolerability of this therapy remains unclear. We conducted a multicenter, retrospective review of adults with PH-ILD who were prescribed inhaled treprostinil. We assessed clinical outcomes, 6 min walk distance (6MWD) and changes in natriuretic peptides (BNP, NT-proBNP), as well as medication tolerance. Eighty-three patients met the inclusion criteria. The 6MWD data was collected but a limited number of patients had results within close proximity to initiation of inhalational treprostinil with only seven patients having assessments within the 3 months prior to initiation as well as 3 months post therapy. Limited 6MWD data is likely due, in part, to coinciding with the COVID pandemic, limiting face-to-face interactions and exercise testing. The majority of our subjects, 63%, had an absolute improvement in their BNP level, over a mean duration of 170 days. However, no significant difference was detected between baseline and follow-up natriuretic peptide levels. Adherence was assessed and the majority (77%) of patients remained on therapy at the time of censoring, with three-quarters (75%) meeting the target dose. Of the 15 patients intolerant to nebulized treprostinil who were transitioned to a dry powder inhaler, the majority (87%) were able to tolerate the other formulation. The medication was well-tolerated with a large percentage of patients remaining on therapy indefinitely and reaching the targeted therapeutic dose. Full article
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21 pages, 1947 KB  
Article
A Distribution-Based Metric for Quantifying Dispersibility in Dry Powder Inhalers
by Grace Xia, Bhanuz Dechayont, Linze Che, Isabel Comfort and Ashlee D. Brunaugh
Pharmaceutics 2026, 18(3), 283; https://doi.org/10.3390/pharmaceutics18030283 - 24 Feb 2026
Cited by 1 | Viewed by 1178
Abstract
Background/Objectives: Reproducible evaluation of aerosol dispersibility remains a key challenge in the development of dry powder inhalers (DPIs), where small variations in particle cohesion, morphology, or device resistance can lead to large differences in aerodynamic performance. In passive DPIs, the forces required for [...] Read more.
Background/Objectives: Reproducible evaluation of aerosol dispersibility remains a key challenge in the development of dry powder inhalers (DPIs), where small variations in particle cohesion, morphology, or device resistance can lead to large differences in aerodynamic performance. In passive DPIs, the forces required for powder fluidization and aerosolization arise from the interaction of patient inspiratory airflow with device geometry and must overcome strong interparticle cohesive forces to enable effective lung delivery. Cascade impaction is the gold standard for determining aerodynamic particle size distribution (APSD), but its low throughput and experimental burden limit its utility for systematic formulation and device screening. Prior studies have explored laser diffraction-based particle sizing under varying dispersion energies as indirect metrics of powder dispersibility. Here, we extend this approach by introducing a mathematically rigorous, distribution-based framework that applies the first-order Wasserstein distance (Earth Mover’s Distance) to quantify relative dispersibility with respect to a material-specific maximally dispersed reference state. Methods: Mannitol, trehalose, and inulin were spray-dried under matched conditions to generate model dry powders. Particle size distributions were measured by laser diffraction (Sympatec HELOS/R) using both a RODOS dry dispersion module to define a maximally dispersed reference state and an INHALER module to generate aerosols under clinically relevant dispersion conditions spanning multiple device resistances and pressure drops. For each condition, the Wasserstein-1 distance (W1) was computed between cumulative volume-based size distributions obtained under reference and inhaler-based dispersion. Cascade impaction was used as an orthogonal method to characterize aerodynamic performance under a representative dispersion condition. Results: W1 captured formulation-, device-, and flow-dependent differences in dispersibility that were not readily separable by visual inspection of particle size distributions alone. Crystalline mannitol exhibited the largest and most flow-rate-dependent W1 values, whereas amorphous trehalose and polymeric inulin showed smaller W1 values with distinct, non-monotonic pressure responses that depended on device resistance. W1 qualitatively aligned with cascade impaction metrics, exhibiting a positive association with mass median aerodynamic diameter and an inverse association with fine particle fraction, while also demonstrating that efficient dose emission can occur despite incomplete deagglomeration. Conclusions: This study establishes the Wasserstein distance as a physically interpretable, formulation-agnostic metric for quantifying aerosol dispersibility relative to a material-specific reference state. This framework enables systematic comparison of dispersion efficiency across devices and operating conditions using standard laser diffraction data and provides a reproducible basis for mechanistic optimization of DPI formulations and inhaler designs. Full article
(This article belongs to the Special Issue Optimizing Aerosol Therapy: Strategies for Pulmonary Drug Delivery)
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26 pages, 3258 KB  
Article
Advancing Dry Powder Inhalers: A Complete Workflow for Carrier-Based Formulation Development
by Rodrigo Amorim, Navneet Sharma, Molly Gallagher, Christopher Bock, Kimberly B. Shepard and Beatriz Noriega-Fernandes
Pharmaceutics 2026, 18(2), 246; https://doi.org/10.3390/pharmaceutics18020246 - 15 Feb 2026
Cited by 1 | Viewed by 1816
Abstract
Background/Objectives: Carrier-based dry powder inhaler (DPI) formulations remain the predominant platform for respiratory drug delivery. However, integrated development frameworks that align upstream particle engineering with downstream manufacturing are underdeveloped. This study aimed to develop a comprehensive Quality-by-Design (QbD) strategy that systematically connects jet [...] Read more.
Background/Objectives: Carrier-based dry powder inhaler (DPI) formulations remain the predominant platform for respiratory drug delivery. However, integrated development frameworks that align upstream particle engineering with downstream manufacturing are underdeveloped. This study aimed to develop a comprehensive Quality-by-Design (QbD) strategy that systematically connects jet milling, formulation design, and blending scale-up for carrier-based DPI products containing micronized crystalline active pharmaceutical ingredient (API). Methods: Phenytoin was selected as a model API to investigate process–formulation–performance relationships. Jet milling parameters were optimized to generate three distinct API particle size distributions while monitoring solid-state integrity. A design of experiments (DoE) evaluated the impact of API particle size and lactose fines level on aerodynamic performance (fine particle fraction, FPF) and powder processability (flowability, compressibility). High-shear and low-shear blending techniques were compared, and a novel V-shell blending scale-up methodology was developed based on maintaining particle fall velocity and total strain across multiple scales (one-, two-, and eight-quart). Results: Optimized jet milling produced inhalation grade API particles with controlled amorphous content localized to high-energy processes. DoE analysis identified a design space in which API Dv90 of 2.9–4.5 µm and coarse lactose <96% maximized both aerosolization and blend flowability. Low-shear blending achieved superior lung delivery (FPF 62.6 ± 1.7%) compared with high-shear micing (50.1 ± 1.5%). The particle-velocity-based scale up strategy produced statistically equivalent FPF and ED across all scales (p < 0.01), with content uniformity (RSD ≤ 5%) and variability comparable to commercial DPIs. Conclusions: This integrated QbD framework demonstrates that the co-optimization of particle size engineering, formulation composition, and blending dynamics is essential for achieving robust and scalable DPI products. The approach offers a material-sparing, efficient pathway from API characterization through commercial scale manufacturing and is broadly applicable to respiratory drug development. Full article
(This article belongs to the Special Issue Quality by Design in Pharmaceutical Manufacturing)
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19 pages, 4508 KB  
Article
Machine Learning-Guided Development of Anti-Tuberculosis Dry Powder for Inhalation Prepared by Co-Spray Drying
by Xiaoyun Hu, Xian Chen, Ziling Zhou, Aichao Wang, Xin Pan, Chuanbin Wu and Junhuang Jiang
Pharmaceutics 2026, 18(2), 191; https://doi.org/10.3390/pharmaceutics18020191 - 1 Feb 2026
Cited by 1 | Viewed by 1364
Abstract
Background/Objectives: Tuberculosis (TB) remains a major global health threat. Current administration methods for anti-TB drugs, including oral or intravenous, suffer from systemic side effects, low lung distribution, and poor patient compliance. Dry powder inhalers (DPIs) offer a promising alternative. This study investigates the [...] Read more.
Background/Objectives: Tuberculosis (TB) remains a major global health threat. Current administration methods for anti-TB drugs, including oral or intravenous, suffer from systemic side effects, low lung distribution, and poor patient compliance. Dry powder inhalers (DPIs) offer a promising alternative. This study investigates the aerodynamic performance of co-spray-dried DPIs containing rifampin or pyrazinamide and amino acids by using machine learning. Methods: Firstly, 72 formulations were prepared by varying drug-amino acid combinations, molar ratios, and spray-drying parameters. Subsequently, the aerodynamic performance of all 72 formulations was evaluated using a Next Generation Impactor, and the solid-state characterizations of optimal DPIs were carried out. Finally, four machine learning (ML) models were successfully developed and were utilized to predict the fine particle dose (FPD), FPF, MMAD, and geometric standard deviation (GSD) of DPIs based on the high-quality in-house data above. Results: Key results showed that the aerodynamic performance of DPIs was highly dependent on the specific drug-amino acid combination, with rifampin-L-lysine acetate and pyrazinamide-L-leucine formulations achieving the highest fine particle fraction (FPF, 73.37%, 87.74%) and optimal mass median aerodynamic diameter (MMAD, 2.59 µm, 1.88 µm). Notably, XGBoost (v3.1.3) exhibited the best predictive performance, with R2 values ranging from 0.894 to 0.991 in the testing set for the four prediction tasks. Meanwhile, SHapley Additive exPlanations (v0.50.0) was used for model interpretability analysis. The molecular weights and LogP of the drug and amino acid were identified as two of the most important features affecting the prediction of FPD, FPF, MMAD, and GSD. Conclusions: This work demonstrates the feasibility of ML in accelerating the development of inhalable spray-dried anti-TB drugs by enabling the prediction of DPI formulations. Full article
(This article belongs to the Special Issue Advances in AI-Driven Drug Delivery Systems)
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28 pages, 1034 KB  
Review
Inhaled Antibiotic and Biologic Formulations Targeting Pseudomonas aeruginosa
by Prodip Kumar Baral, Jack Dummer, Daniel Pletzer and Shyamal C. Das
Pharmaceutics 2026, 18(2), 162; https://doi.org/10.3390/pharmaceutics18020162 - 26 Jan 2026
Cited by 1 | Viewed by 1938
Abstract
Lower respiratory tract infections caused by Pseudomonas aeruginosa are a global concern. Patients with chronic lung diseases such as cystic fibrosis and non-cystic fibrosis bronchiectasis often do not receive adequate antibiotic delivery through conventional routes. P. aeruginosa employs several mechanisms, including biofilm formation [...] Read more.
Lower respiratory tract infections caused by Pseudomonas aeruginosa are a global concern. Patients with chronic lung diseases such as cystic fibrosis and non-cystic fibrosis bronchiectasis often do not receive adequate antibiotic delivery through conventional routes. P. aeruginosa employs several mechanisms, including biofilm formation and efflux pumps to limit the accumulation of bactericidal drug concentrations. Direct drug delivery to the lung epithelial lining fluid can increase antibiotic concentration and reduce treatment failure rates. This review discusses current research and developments in inhaled antibiotic formulations for treating P. aeruginosa infections. Recent studies on particle engineering for the dry powder inhalers of antibiotics emphasized three fundamental principles of development: micro, nano, and nano-in-microparticles. Carrier-free microparticles showed potential for high-dose delivery but suffered from poor aerosolization, which could be improved through a drug–drug combination. Amino acids in a co-spray-dried system improved powders’ aerodynamics and reduced moisture sensitivity while incorporating the chitosan/poly(lactic-co-glycolic acid) (PLGA)-modified release of the drug. Nano-in-microsystems, embedding lipid carriers, showed improved antibiofilm activity and controlled release. We also highlight emerging biologics, including antibacterial proteins/peptides, vaccines, bacteriophages, and probiotics. Research on antibiotics and biologics for inhalation suggests excellent safety profiles and encouraging efficacy for some formulations, including antimicrobial peptides and bacteriophage formulations. Further research on novel molecules and synergistic biologic combinations, supported by comprehensive animal lung safety investigations, will be required in future developments. Full article
(This article belongs to the Section Physical Pharmacy and Formulation)
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Article
Co-Spray-Dried Macitentan–Tadalafil with Leucine Microparticles for Inhalable Delivery in Pulmonary Arterial Hypertension
by Chang-Soo Han, Jin-Hyuk Jeong, Hyeon Woo Moon, Yechan Song and Chun-Woong Park
Pharmaceutics 2026, 18(2), 155; https://doi.org/10.3390/pharmaceutics18020155 - 25 Jan 2026
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Abstract
Background/Objectives: This study developed a macitentan (MAC)–tadalafil (TAD) dry powder inhalation preparation using suspension-based spray drying to enhance pulmonary delivery and reduce systemic exposure to oral combination therapy in patients with pulmonary arterial hypertension (PAH). Methods: MAC–TAD composite powders were prepared [...] Read more.
Background/Objectives: This study developed a macitentan (MAC)–tadalafil (TAD) dry powder inhalation preparation using suspension-based spray drying to enhance pulmonary delivery and reduce systemic exposure to oral combination therapy in patients with pulmonary arterial hypertension (PAH). Methods: MAC–TAD composite powders were prepared by physically mixing or spray-drying aqueous ethanol suspensions at various MAC:TAD ratios. The lead M2-T8 was co-spray-dried with 5, 25, or 50% (w/w) L-leucine. Results: Spray-dried formulations exhibited narrower and more uniform particle size distributions (Dv50 2–6 µm; Dv90~10 µm) and higher emitted dose values than the physical mixtures. In the M2-T8 spray-dried formulation, TAD exhibited an elevated fine particle dose (FPD) (3073.45 ± 1312.30 μg), demonstrating improved aerosolization relative to the physical mixture, even outperforming the TAD-higher M1-T9 formulation (2896.83 ± 531.38 μg), suggesting that favorable interparticle adhesive interactions were developed during co-drying. The incorporation of 25% L-leucine produced the greatest improvement in dispersibility, increasing the FPD by ~31% for MAC and 17% for TAD, whereas excessive L-leucine (50%) reduced the aerosol performance. Powder X-ray diffraction and differential scanning calorimetry confirmed the retention of the MAC and TAD crystallinities, with L-leucine remaining either amorphous or partially crystalline. Conclusions: Suspension-based spray drying yielded MAC–TAD composite formulations with improved uniformity and aerosol performance. The optimized 2:8 formulation containing 25% L-leucine demonstrated the most efficient pulmonary deposition, supporting its potential as an inhaled combination therapy for the treatment of PAH. Full article
(This article belongs to the Section Drug Delivery and Controlled Release)
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